Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 16 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.5 KiB |
| Average record size in memory | 160.0 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 17 |
Age is highly overall correlated with Player | High correlation |
Tkl is highly overall correlated with TklW and 11 other fields | High correlation |
TklW is highly overall correlated with Tkl and 11 other fields | High correlation |
Def 3rd is highly overall correlated with Tkl and 10 other fields | High correlation |
Mid 3rd is highly overall correlated with Tkl and 9 other fields | High correlation |
Att 3rd is highly overall correlated with Sh and 1 other fields | High correlation |
Tkl.1 is highly overall correlated with Tkl and 12 other fields | High correlation |
Att is highly overall correlated with Tkl and 11 other fields | High correlation |
Tkl% is highly overall correlated with Player | High correlation |
Lost is highly overall correlated with Tkl and 11 other fields | High correlation |
Blocks is highly overall correlated with Tkl and 10 other fields | High correlation |
Sh is highly overall correlated with Att 3rd and 1 other fields | High correlation |
Pass is highly overall correlated with Tkl and 10 other fields | High correlation |
Int is highly overall correlated with Tkl and 12 other fields | High correlation |
Tkl+Int is highly overall correlated with Tkl and 11 other fields | High correlation |
Clr is highly overall correlated with Tkl and 11 other fields | High correlation |
Err is highly overall correlated with Int and 1 other fields | High correlation |
Player is highly overall correlated with Age and 17 other fields | High correlation |
90s is highly overall correlated with Tkl.1 and 2 other fields | High correlation |
Player is uniformly distributed | Uniform |
90s is uniformly distributed | Uniform |
Player has unique values | Unique |
Tkl% has unique values | Unique |
Err has 2 (12.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-02-11 16:23:50.770824 |
|---|---|
| Analysis finished | 2023-02-11 16:24:17.580029 |
| Duration | 26.81 seconds |
| Software version | pandas-profiling vv3.6.3 |
| Download configuration | config.json |
Player
Categorical
HIGH CORRELATION UNIFORM UNIQUE
| Distinct | 16 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 256.0 B |
| England | 1 |
|---|---|
| EnglandOpp | 1 |
| France | 1 |
| FranceOpp | 1 |
| Germany | 1 |
| Other values (11) |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 7.875 |
| Min length | 3 |
Characters and Unicode
| Total characters | 126 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 16 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | England |
|---|---|
| 2nd row | EnglandOpp |
| 3rd row | France |
| 4th row | FranceOpp |
| 5th row | Germany |
Common Values
| Value | Count | Frequency (%) |
| England | 1 | 6.2% |
| EnglandOpp | 1 | 6.2% |
| France | 1 | 6.2% |
| FranceOpp | 1 | 6.2% |
| Germany | 1 | 6.2% |
| GermanyOpp | 1 | 6.2% |
| Italy | 1 | 6.2% |
| ItalyOpp | 1 | 6.2% |
| Netherlands | 1 | 6.2% |
| Opponent Total | 1 | 6.2% |
| Other values (6) | 6 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| england | 1 | 5.9% |
| opponent | 1 | 5.9% |
| usa | 1 | 5.9% |
| swedenopp | 1 | 5.9% |
| sweden | 1 | 5.9% |
| norwayopp | 1 | 5.9% |
| norway | 1 | 5.9% |
| total | 1 | 5.9% |
| netherlands | 1 | 5.9% |
| englandopp | 1 | 5.9% |
| Other values (7) | 7 |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 16 | |
| n | 13 | 10.3% |
| a | 12 | 9.5% |
| e | 11 | 8.7% |
| O | 8 | 6.3% |
| r | 7 | 5.6% |
| l | 6 | 4.8% |
| y | 6 | 4.8% |
| t | 5 | 4.0% |
| d | 5 | 4.0% |
| Other values (17) | 37 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 97 | |
| Uppercase Letter | 28 | 22.2% |
| Space Separator | 1 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 16 | |
| n | 13 | |
| a | 12 | |
| e | 11 | |
| r | 7 | |
| l | 6 | 6.2% |
| y | 6 | 6.2% |
| t | 5 | 5.2% |
| d | 5 | 5.2% |
| w | 4 | 4.1% |
| Other values (6) | 12 |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 8 | |
| S | 4 | |
| N | 3 | 10.7% |
| E | 2 | 7.1% |
| U | 2 | 7.1% |
| I | 2 | 7.1% |
| G | 2 | 7.1% |
| F | 2 | 7.1% |
| A | 2 | 7.1% |
| T | 1 | 3.6% |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 125 | |
| Common | 1 | 0.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 16 | |
| n | 13 | 10.4% |
| a | 12 | 9.6% |
| e | 11 | 8.8% |
| O | 8 | 6.4% |
| r | 7 | 5.6% |
| l | 6 | 4.8% |
| y | 6 | 4.8% |
| t | 5 | 4.0% |
| d | 5 | 4.0% |
| Other values (16) | 36 |
Common
| Value | Count | Frequency (%) |
| 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 126 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| p | 16 | |
| n | 13 | 10.3% |
| a | 12 | 9.5% |
| e | 11 | 8.7% |
| O | 8 | 6.3% |
| r | 7 | 5.6% |
| l | 6 | 4.8% |
| y | 6 | 4.8% |
| t | 5 | 4.0% |
| d | 5 | 4.0% |
| Other values (17) | 37 |
Age
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 81.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.09375 |
| Minimum | 25.5 |
|---|---|
| Maximum | 28.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 25.5 |
|---|---|
| 5-th percentile | 25.8 |
| Q1 | 26.65 |
| median | 26.95 |
| Q3 | 27.8 |
| 95-th percentile | 28.575 |
| Maximum | 28.8 |
| Range | 3.3 |
| Interquartile range (IQR) | 1.15 |
Descriptive statistics
| Standard deviation | 0.90145715 |
|---|---|
| Coefficient of variation (CV) | 0.033271775 |
| Kurtosis | -0.25020261 |
| Mean | 27.09375 |
| Median Absolute Deviation (MAD) | 0.65 |
| Skewness | 0.20152057 |
| Sum | 433.5 |
| Variance | 0.812625 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 27.8 | 2 | |
| 26.9 | 2 | |
| 27.2 | 2 | |
| 27.9 | 1 | 6.2% |
| 25.5 | 1 | 6.2% |
| 26.7 | 1 | 6.2% |
| 26.5 | 1 | 6.2% |
| 25.9 | 1 | 6.2% |
| 26.1 | 1 | 6.2% |
| 26.8 | 1 | 6.2% |
| Other values (3) | 3 |
| Value | Count | Frequency (%) |
| 25.5 | 1 | |
| 25.9 | 1 | |
| 26.1 | 1 | |
| 26.5 | 1 | |
| 26.7 | 1 | |
| 26.8 | 1 | |
| 26.9 | 2 | |
| 27 | 1 | |
| 27.2 | 2 | |
| 27.8 | 2 |
| Value | Count | Frequency (%) |
| 28.8 | 1 | |
| 28.5 | 1 | |
| 27.9 | 1 | |
| 27.8 | 2 | |
| 27.2 | 2 | |
| 27 | 1 | |
| 26.9 | 2 | |
| 26.8 | 1 | |
| 26.7 | 1 | |
| 26.5 | 1 |
90s
Categorical
HIGH CORRELATION UNIFORM
| Distinct | 4 |
|---|---|
| Distinct (%) | 25.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 256.0 B |
| 7.0 | |
|---|---|
| 5.3 | |
| 5.0 | |
| 7.3 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 48 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 7.0 |
|---|---|
| 2nd row | 7.0 |
| 3rd row | 5.3 |
| 4th row | 5.3 |
| 5th row | 5.0 |
Common Values
| Value | Count | Frequency (%) |
| 7.0 | 4 | |
| 5.3 | 4 | |
| 5.0 | 4 | |
| 7.3 | 4 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 7.0 | 4 | |
| 5.3 | 4 | |
| 5.0 | 4 | |
| 7.3 | 4 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 16 | |
| 7 | 8 | |
| 0 | 8 | |
| 5 | 8 | |
| 3 | 8 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 32 | |
| Other Punctuation | 16 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 8 | |
| 0 | 8 | |
| 5 | 8 | |
| 3 | 8 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 48 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 16 | |
| 7 | 8 | |
| 0 | 8 | |
| 5 | 8 | |
| 3 | 8 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 48 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 16 | |
| 7 | 8 | |
| 0 | 8 | |
| 5 | 8 | |
| 3 | 8 |
Tkl
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.5625 |
| Minimum | 81 |
|---|---|
| Maximum | 182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 81 |
|---|---|
| 5-th percentile | 85.5 |
| Q1 | 104.75 |
| median | 118.5 |
| Q3 | 140 |
| 95-th percentile | 179.75 |
| Maximum | 182 |
| Range | 101 |
| Interquartile range (IQR) | 35.25 |
Descriptive statistics
| Standard deviation | 32.130917 |
|---|---|
| Coefficient of variation (CV) | 0.25387391 |
| Kurtosis | -0.61750445 |
| Mean | 126.5625 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.58971361 |
| Sum | 2025 |
| Variance | 1032.3958 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 115 | 2 | 12.5% |
| 135 | 1 | 6.2% |
| 128 | 1 | 6.2% |
| 106 | 1 | 6.2% |
| 120 | 1 | 6.2% |
| 101 | 1 | 6.2% |
| 81 | 1 | 6.2% |
| 182 | 1 | 6.2% |
| 155 | 1 | 6.2% |
| 87 | 1 | 6.2% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 81 | 1 | |
| 87 | 1 | |
| 95 | 1 | |
| 101 | 1 | |
| 106 | 1 | |
| 115 | 2 | |
| 117 | 1 | |
| 120 | 1 | |
| 128 | 1 | |
| 131 | 1 |
| Value | Count | Frequency (%) |
| 182 | 1 | |
| 179 | 1 | |
| 178 | 1 | |
| 155 | 1 | |
| 135 | 1 | |
| 131 | 1 | |
| 128 | 1 | |
| 120 | 1 | |
| 117 | 1 | |
| 115 | 2 |
TklW
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.4375 |
| Minimum | 45 |
|---|---|
| Maximum | 114 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 45 |
|---|---|
| 5-th percentile | 48.75 |
| Q1 | 68.75 |
| median | 73.5 |
| Q3 | 86.25 |
| 95-th percentile | 112.5 |
| Maximum | 114 |
| Range | 69 |
| Interquartile range (IQR) | 17.5 |
Descriptive statistics
| Standard deviation | 20.006561 |
|---|---|
| Coefficient of variation (CV) | 0.25835753 |
| Kurtosis | -0.27240819 |
| Mean | 77.4375 |
| Median Absolute Deviation (MAD) | 10.5 |
| Skewness | 0.44679337 |
| Sum | 1239 |
| Variance | 400.2625 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 71 | 2 | 12.5% |
| 76 | 1 | 6.2% |
| 83 | 1 | 6.2% |
| 50 | 1 | 6.2% |
| 73 | 1 | 6.2% |
| 72 | 1 | 6.2% |
| 45 | 1 | 6.2% |
| 114 | 1 | 6.2% |
| 96 | 1 | 6.2% |
| 60 | 1 | 6.2% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 45 | 1 | |
| 50 | 1 | |
| 60 | 1 | |
| 62 | 1 | |
| 71 | 2 | |
| 72 | 1 | |
| 73 | 1 | |
| 74 | 1 | |
| 76 | 1 | |
| 78 | 1 |
| Value | Count | Frequency (%) |
| 114 | 1 | |
| 112 | 1 | |
| 102 | 1 | |
| 96 | 1 | |
| 83 | 1 | |
| 78 | 1 | |
| 76 | 1 | |
| 74 | 1 | |
| 73 | 1 | |
| 72 | 1 |
Def 3rd
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 63.9375 |
| Minimum | 36 |
|---|---|
| Maximum | 106 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 39 |
| Q1 | 48.5 |
| median | 55.5 |
| Q3 | 85.75 |
| 95-th percentile | 98.5 |
| Maximum | 106 |
| Range | 70 |
| Interquartile range (IQR) | 37.25 |
Descriptive statistics
| Standard deviation | 22.376978 |
|---|---|
| Coefficient of variation (CV) | 0.34998207 |
| Kurtosis | -1.0274435 |
| Mean | 63.9375 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.65443555 |
| Sum | 1023 |
| Variance | 500.72917 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 91 | 2 | |
| 49 | 2 | |
| 55 | 1 | 6.2% |
| 61 | 1 | 6.2% |
| 40 | 1 | 6.2% |
| 84 | 1 | 6.2% |
| 44 | 1 | 6.2% |
| 56 | 1 | 6.2% |
| 68 | 1 | 6.2% |
| 36 | 1 | 6.2% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 36 | 1 | |
| 40 | 1 | |
| 44 | 1 | |
| 47 | 1 | |
| 49 | 2 | |
| 50 | 1 | |
| 55 | 1 | |
| 56 | 1 | |
| 61 | 1 | |
| 68 | 1 |
| Value | Count | Frequency (%) |
| 106 | 1 | |
| 96 | 1 | |
| 91 | 2 | |
| 84 | 1 | |
| 68 | 1 | |
| 61 | 1 | |
| 56 | 1 | |
| 55 | 1 | |
| 50 | 1 | |
| 49 | 2 |
Mid 3rd
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.3125 |
| Minimum | 27 |
|---|---|
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 27 |
|---|---|
| 5-th percentile | 28.5 |
| Q1 | 38.75 |
| median | 51 |
| Q3 | 62 |
| 95-th percentile | 70 |
| Maximum | 76 |
| Range | 49 |
| Interquartile range (IQR) | 23.25 |
Descriptive statistics
| Standard deviation | 14.425527 |
|---|---|
| Coefficient of variation (CV) | 0.28671855 |
| Kurtosis | -0.80741 |
| Mean | 50.3125 |
| Median Absolute Deviation (MAD) | 11.5 |
| Skewness | 0.0060955603 |
| Sum | 805 |
| Variance | 208.09583 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 62 | 2 | 12.5% |
| 50 | 1 | 6.2% |
| 49 | 1 | 6.2% |
| 29 | 1 | 6.2% |
| 45 | 1 | 6.2% |
| 53 | 1 | 6.2% |
| 38 | 1 | 6.2% |
| 34 | 1 | 6.2% |
| 76 | 1 | 6.2% |
| 54 | 1 | 6.2% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 27 | 1 | |
| 29 | 1 | |
| 34 | 1 | |
| 38 | 1 | |
| 39 | 1 | |
| 45 | 1 | |
| 49 | 1 | |
| 50 | 1 | |
| 52 | 1 | |
| 53 | 1 |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 68 | 1 | |
| 67 | 1 | |
| 62 | 2 | |
| 54 | 1 | |
| 53 | 1 | |
| 52 | 1 | |
| 50 | 1 | |
| 49 | 1 | |
| 45 | 1 |
Att 3rd
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 62.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.3125 |
| Minimum | 6 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 9.75 |
| median | 11.5 |
| Q3 | 16 |
| 95-th percentile | 17.25 |
| Maximum | 18 |
| Range | 12 |
| Interquartile range (IQR) | 6.25 |
Descriptive statistics
| Standard deviation | 4.0615063 |
|---|---|
| Coefficient of variation (CV) | 0.32986853 |
| Kurtosis | -1.2862803 |
| Mean | 12.3125 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.20408413 |
| Sum | 197 |
| Variance | 16.495833 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 11 | 3 | |
| 17 | 2 | |
| 6 | 2 | |
| 15 | 2 | |
| 16 | 2 | |
| 18 | 1 | 6.2% |
| 7 | 1 | 6.2% |
| 12 | 1 | 6.2% |
| 9 | 1 | 6.2% |
| 10 | 1 | 6.2% |
| Value | Count | Frequency (%) |
| 6 | 2 | |
| 7 | 1 | 6.2% |
| 9 | 1 | 6.2% |
| 10 | 1 | 6.2% |
| 11 | 3 | |
| 12 | 1 | 6.2% |
| 15 | 2 | |
| 16 | 2 | |
| 17 | 2 | |
| 18 | 1 | 6.2% |
| Value | Count | Frequency (%) |
| 18 | 1 | 6.2% |
| 17 | 2 | |
| 16 | 2 | |
| 15 | 2 | |
| 12 | 1 | 6.2% |
| 11 | 3 | |
| 10 | 1 | 6.2% |
| 9 | 1 | 6.2% |
| 7 | 1 | 6.2% |
| 6 | 2 |
Tkl.1
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.9375 |
| Minimum | 25 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 26.5 |
| Q1 | 37.75 |
| median | 44 |
| Q3 | 51.5 |
| 95-th percentile | 74.5 |
| Maximum | 85 |
| Range | 60 |
| Interquartile range (IQR) | 13.75 |
Descriptive statistics
| Standard deviation | 16.570933 |
|---|---|
| Coefficient of variation (CV) | 0.35304252 |
| Kurtosis | 0.52617517 |
| Mean | 46.9375 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.89237773 |
| Sum | 751 |
| Variance | 274.59583 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 44 | 2 | 12.5% |
| 39 | 1 | 6.2% |
| 42 | 1 | 6.2% |
| 27 | 1 | 6.2% |
| 46 | 1 | 6.2% |
| 25 | 1 | 6.2% |
| 49 | 1 | 6.2% |
| 29 | 1 | 6.2% |
| 71 | 1 | 6.2% |
| 69 | 1 | 6.2% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 25 | 1 | |
| 27 | 1 | |
| 29 | 1 | |
| 34 | 1 | |
| 39 | 1 | |
| 41 | 1 | |
| 42 | 1 | |
| 44 | 2 | |
| 46 | 1 | |
| 49 | 1 |
| Value | Count | Frequency (%) |
| 85 | 1 | |
| 71 | 1 | |
| 69 | 1 | |
| 56 | 1 | |
| 50 | 1 | |
| 49 | 1 | |
| 46 | 1 | |
| 44 | 2 | |
| 42 | 1 | |
| 41 | 1 |
Att
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.1875 |
| Minimum | 52 |
|---|---|
| Maximum | 149 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 52 |
|---|---|
| 5-th percentile | 53.5 |
| Q1 | 79.25 |
| median | 87 |
| Q3 | 118.25 |
| 95-th percentile | 148.25 |
| Maximum | 149 |
| Range | 97 |
| Interquartile range (IQR) | 39 |
Descriptive statistics
| Standard deviation | 30.362738 |
|---|---|
| Coefficient of variation (CV) | 0.3189782 |
| Kurtosis | -0.62434392 |
| Mean | 95.1875 |
| Median Absolute Deviation (MAD) | 19.5 |
| Skewness | 0.49238298 |
| Sum | 1523 |
| Variance | 921.89583 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 87 | 3 | |
| 116 | 1 | 6.2% |
| 52 | 1 | 6.2% |
| 94 | 1 | 6.2% |
| 54 | 1 | 6.2% |
| 85 | 1 | 6.2% |
| 92 | 1 | 6.2% |
| 64 | 1 | 6.2% |
| 149 | 1 | 6.2% |
| 125 | 1 | 6.2% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 52 | 1 | 6.2% |
| 54 | 1 | 6.2% |
| 64 | 1 | 6.2% |
| 71 | 1 | 6.2% |
| 82 | 1 | 6.2% |
| 85 | 1 | 6.2% |
| 87 | 3 | |
| 92 | 1 | 6.2% |
| 94 | 1 | 6.2% |
| 116 | 1 | 6.2% |
| Value | Count | Frequency (%) |
| 149 | 1 | 6.2% |
| 148 | 1 | 6.2% |
| 130 | 1 | 6.2% |
| 125 | 1 | 6.2% |
| 116 | 1 | 6.2% |
| 94 | 1 | 6.2% |
| 92 | 1 | 6.2% |
| 87 | 3 | |
| 85 | 1 | 6.2% |
| 82 | 1 | 6.2% |
Tkl%
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 16 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.25625 |
| Minimum | 36.2 |
|---|---|
| Maximum | 57.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 36.2 |
|---|---|
| 5-th percentile | 41.375 |
| Q1 | 46.05 |
| median | 48.4 |
| Q3 | 53.4 |
| 95-th percentile | 57.425 |
| Maximum | 57.5 |
| Range | 21.3 |
| Interquartile range (IQR) | 7.35 |
Descriptive statistics
| Standard deviation | 5.6616804 |
|---|---|
| Coefficient of variation (CV) | 0.11494339 |
| Kurtosis | 0.38851281 |
| Mean | 49.25625 |
| Median Absolute Deviation (MAD) | 3.55 |
| Skewness | -0.48380818 |
| Sum | 788.1 |
| Variance | 32.054625 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 44.8 | 1 | 6.2% |
| 36.2 | 1 | 6.2% |
| 51.9 | 1 | 6.2% |
| 48.9 | 1 | 6.2% |
| 46.3 | 1 | 6.2% |
| 51.8 | 1 | 6.2% |
| 53.3 | 1 | 6.2% |
| 45.3 | 1 | 6.2% |
| 47.7 | 1 | 6.2% |
| 55.2 | 1 | 6.2% |
| Other values (6) | 6 |
| Value | Count | Frequency (%) |
| 36.2 | 1 | |
| 43.1 | 1 | |
| 44.8 | 1 | |
| 45.3 | 1 | |
| 46.3 | 1 | |
| 47.1 | 1 | |
| 47.7 | 1 | |
| 47.9 | 1 | |
| 48.9 | 1 | |
| 51.8 | 1 |
| Value | Count | Frequency (%) |
| 57.5 | 1 | |
| 57.4 | 1 | |
| 55.2 | 1 | |
| 53.7 | 1 | |
| 53.3 | 1 | |
| 51.9 | 1 | |
| 51.8 | 1 | |
| 48.9 | 1 | |
| 47.9 | 1 | |
| 47.7 | 1 |
Lost
Real number (ℝ)
| Distinct | 13 |
|---|---|
| Distinct (%) | 81.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.25 |
| Minimum | 25 |
|---|---|
| Maximum | 78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 37 |
| median | 44.5 |
| Q3 | 57.75 |
| 95-th percentile | 75 |
| Maximum | 78 |
| Range | 53 |
| Interquartile range (IQR) | 20.75 |
Descriptive statistics
| Standard deviation | 16.368669 |
|---|---|
| Coefficient of variation (CV) | 0.33924703 |
| Kurtosis | -0.62692923 |
| Mean | 48.25 |
| Median Absolute Deviation (MAD) | 8.5 |
| Skewness | 0.65430651 |
| Sum | 772 |
| Variance | 267.93333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 48 | 2 | |
| 74 | 2 | |
| 37 | 2 | |
| 25 | 1 | 6.2% |
| 29 | 1 | 6.2% |
| 41 | 1 | 6.2% |
| 43 | 1 | 6.2% |
| 35 | 1 | 6.2% |
| 78 | 1 | 6.2% |
| 56 | 1 | 6.2% |
| Other values (3) | 3 |
| Value | Count | Frequency (%) |
| 25 | 1 | |
| 29 | 1 | |
| 35 | 1 | |
| 37 | 2 | |
| 38 | 1 | |
| 41 | 1 | |
| 43 | 1 | |
| 46 | 1 | |
| 48 | 2 | |
| 56 | 1 |
| Value | Count | Frequency (%) |
| 78 | 1 | |
| 74 | 2 | |
| 63 | 1 | |
| 56 | 1 | |
| 48 | 2 | |
| 46 | 1 | |
| 43 | 1 | |
| 41 | 1 | |
| 38 | 1 | |
| 37 | 2 |
Blocks
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.1875 |
| Minimum | 44 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 44 |
|---|---|
| 5-th percentile | 50.75 |
| Q1 | 66.5 |
| median | 75 |
| Q3 | 78.75 |
| 95-th percentile | 84.25 |
| Maximum | 85 |
| Range | 41 |
| Interquartile range (IQR) | 12.25 |
Descriptive statistics
| Standard deviation | 12.001215 |
|---|---|
| Coefficient of variation (CV) | 0.16858599 |
| Kurtosis | 0.20799986 |
| Mean | 71.1875 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.99680258 |
| Sum | 1139 |
| Variance | 144.02917 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 71 | 2 | |
| 77 | 2 | |
| 74 | 1 | 6.2% |
| 84 | 1 | 6.2% |
| 44 | 1 | 6.2% |
| 81 | 1 | 6.2% |
| 57 | 1 | 6.2% |
| 53 | 1 | 6.2% |
| 85 | 1 | 6.2% |
| 78 | 1 | 6.2% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 44 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 59 | 1 | |
| 69 | 1 | |
| 71 | 2 | |
| 74 | 1 | |
| 76 | 1 | |
| 77 | 2 | |
| 78 | 1 |
| Value | Count | Frequency (%) |
| 85 | 1 | |
| 84 | 1 | |
| 83 | 1 | |
| 81 | 1 | |
| 78 | 1 | |
| 77 | 2 | |
| 76 | 1 | |
| 74 | 1 | |
| 71 | 2 | |
| 69 | 1 |
Sh
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 68.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.125 |
| Minimum | 7 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 8.5 |
| Q1 | 14 |
| median | 17.5 |
| Q3 | 21 |
| 95-th percentile | 24.25 |
| Maximum | 25 |
| Range | 18 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 5.4144867 |
|---|---|
| Coefficient of variation (CV) | 0.31617441 |
| Kurtosis | -0.63791052 |
| Mean | 17.125 |
| Median Absolute Deviation (MAD) | 3.5 |
| Skewness | -0.34892001 |
| Sum | 274 |
| Variance | 29.316667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 21 | 2 | |
| 24 | 2 | |
| 18 | 2 | |
| 17 | 2 | |
| 14 | 2 | |
| 9 | 1 | |
| 7 | 1 | |
| 10 | 1 | |
| 15 | 1 | |
| 25 | 1 |
| Value | Count | Frequency (%) |
| 7 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 14 | 2 | |
| 15 | 1 | |
| 17 | 2 | |
| 18 | 2 | |
| 20 | 1 | |
| 21 | 2 | |
| 24 | 2 |
| Value | Count | Frequency (%) |
| 25 | 1 | |
| 24 | 2 | |
| 21 | 2 | |
| 20 | 1 | |
| 18 | 2 | |
| 17 | 2 | |
| 15 | 1 | |
| 14 | 2 | |
| 10 | 1 | |
| 9 | 1 |
Pass
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.0625 |
| Minimum | 37 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 37 |
|---|---|
| 5-th percentile | 38.5 |
| Q1 | 45 |
| median | 55 |
| Q3 | 60 |
| 95-th percentile | 69.25 |
| Maximum | 70 |
| Range | 33 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 10.174928 |
|---|---|
| Coefficient of variation (CV) | 0.18820677 |
| Kurtosis | -0.91023928 |
| Mean | 54.0625 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.11429128 |
| Sum | 865 |
| Variance | 103.52917 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 45 | 2 | |
| 59 | 2 | |
| 65 | 1 | 6.2% |
| 63 | 1 | 6.2% |
| 37 | 1 | 6.2% |
| 57 | 1 | 6.2% |
| 39 | 1 | 6.2% |
| 54 | 1 | 6.2% |
| 56 | 1 | 6.2% |
| 43 | 1 | 6.2% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 37 | 1 | |
| 39 | 1 | |
| 43 | 1 | |
| 45 | 2 | |
| 51 | 1 | |
| 53 | 1 | |
| 54 | 1 | |
| 56 | 1 | |
| 57 | 1 | |
| 59 | 2 |
| Value | Count | Frequency (%) |
| 70 | 1 | |
| 69 | 1 | |
| 65 | 1 | |
| 63 | 1 | |
| 59 | 2 | |
| 57 | 1 | |
| 56 | 1 | |
| 54 | 1 | |
| 53 | 1 | |
| 51 | 1 |
Int
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.9375 |
| Minimum | 44 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 44 |
|---|---|
| 5-th percentile | 48.5 |
| Q1 | 54.5 |
| median | 68 |
| Q3 | 85.25 |
| 95-th percentile | 95.75 |
| Maximum | 98 |
| Range | 54 |
| Interquartile range (IQR) | 30.75 |
Descriptive statistics
| Standard deviation | 17.544111 |
|---|---|
| Coefficient of variation (CV) | 0.25085414 |
| Kurtosis | -1.2425457 |
| Mean | 69.9375 |
| Median Absolute Deviation (MAD) | 17.5 |
| Skewness | 0.17448564 |
| Sum | 1119 |
| Variance | 307.79583 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 50 | 3 | |
| 70 | 1 | 6.2% |
| 92 | 1 | 6.2% |
| 56 | 1 | 6.2% |
| 69 | 1 | 6.2% |
| 62 | 1 | 6.2% |
| 44 | 1 | 6.2% |
| 98 | 1 | 6.2% |
| 85 | 1 | 6.2% |
| 67 | 1 | 6.2% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 44 | 1 | 6.2% |
| 50 | 3 | |
| 56 | 1 | 6.2% |
| 62 | 1 | 6.2% |
| 66 | 1 | 6.2% |
| 67 | 1 | 6.2% |
| 69 | 1 | 6.2% |
| 70 | 1 | 6.2% |
| 79 | 1 | 6.2% |
| 85 | 1 | 6.2% |
| Value | Count | Frequency (%) |
| 98 | 1 | |
| 95 | 1 | |
| 92 | 1 | |
| 86 | 1 | |
| 85 | 1 | |
| 79 | 1 | |
| 70 | 1 | |
| 69 | 1 | |
| 67 | 1 | |
| 66 | 1 |
Tkl+Int
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 93.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 196.5 |
| Minimum | 131 |
|---|---|
| Maximum | 280 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 131 |
|---|---|
| 5-th percentile | 135.5 |
| Q1 | 161.25 |
| median | 192.5 |
| Q3 | 225 |
| 95-th percentile | 274.75 |
| Maximum | 280 |
| Range | 149 |
| Interquartile range (IQR) | 63.75 |
Descriptive statistics
| Standard deviation | 47.720017 |
|---|---|
| Coefficient of variation (CV) | 0.24284996 |
| Kurtosis | -0.84689293 |
| Mean | 196.5 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 0.50386961 |
| Sum | 3144 |
| Variance | 2277.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 162 | 2 | 12.5% |
| 205 | 1 | 6.2% |
| 220 | 1 | 6.2% |
| 189 | 1 | 6.2% |
| 151 | 1 | 6.2% |
| 177 | 1 | 6.2% |
| 159 | 1 | 6.2% |
| 131 | 1 | 6.2% |
| 280 | 1 | 6.2% |
| 240 | 1 | 6.2% |
| Other values (5) | 5 |
| Value | Count | Frequency (%) |
| 131 | 1 | |
| 137 | 1 | |
| 151 | 1 | |
| 159 | 1 | |
| 162 | 2 | |
| 177 | 1 | |
| 189 | 1 | |
| 196 | 1 | |
| 197 | 1 | |
| 205 | 1 |
| Value | Count | Frequency (%) |
| 280 | 1 | |
| 273 | 1 | |
| 265 | 1 | |
| 240 | 1 | |
| 220 | 1 | |
| 205 | 1 | |
| 197 | 1 | |
| 196 | 1 | |
| 189 | 1 | |
| 177 | 1 |
Clr
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 87.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121.75 |
| Minimum | 53 |
|---|---|
| Maximum | 184 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 53 |
|---|---|
| 5-th percentile | 77.75 |
| Q1 | 96.5 |
| median | 122 |
| Q3 | 147.25 |
| 95-th percentile | 163 |
| Maximum | 184 |
| Range | 131 |
| Interquartile range (IQR) | 50.75 |
Descriptive statistics
| Standard deviation | 34.141861 |
|---|---|
| Coefficient of variation (CV) | 0.28042596 |
| Kurtosis | -0.39839597 |
| Mean | 121.75 |
| Median Absolute Deviation (MAD) | 25.5 |
| Skewness | -0.16989786 |
| Sum | 1948 |
| Variance | 1165.6667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 98 | 2 | |
| 122 | 2 | |
| 148 | 1 | 6.2% |
| 53 | 1 | 6.2% |
| 143 | 1 | 6.2% |
| 92 | 1 | 6.2% |
| 90 | 1 | 6.2% |
| 147 | 1 | 6.2% |
| 156 | 1 | 6.2% |
| 111 | 1 | 6.2% |
| Other values (4) | 4 |
| Value | Count | Frequency (%) |
| 53 | 1 | |
| 86 | 1 | |
| 90 | 1 | |
| 92 | 1 | |
| 98 | 2 | |
| 111 | 1 | |
| 122 | 2 | |
| 143 | 1 | |
| 145 | 1 | |
| 147 | 1 |
| Value | Count | Frequency (%) |
| 184 | 1 | |
| 156 | 1 | |
| 153 | 1 | |
| 148 | 1 | |
| 147 | 1 | |
| 145 | 1 | |
| 143 | 1 | |
| 122 | 2 | |
| 111 | 1 | |
| 98 | 2 |
Err
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 37.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.0625 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 2 |
| Zeros (%) | 12.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 256.0 B |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1.5 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9482898 |
|---|---|
| Coefficient of variation (CV) | 0.94462538 |
| Kurtosis | 5.3020389 |
| Mean | 2.0625 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 2.0019729 |
| Sum | 33 |
| Variance | 3.7958333 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 3 | 3 | |
| 2 | 3 | |
| 0 | 2 | 12.5% |
| 8 | 1 | 6.2% |
| 4 | 1 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 2 | 12.5% |
| 1 | 6 | |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 1 | 6.2% |
| 8 | 1 | 6.2% |
| Value | Count | Frequency (%) |
| 8 | 1 | 6.2% |
| 4 | 1 | 6.2% |
| 3 | 3 | |
| 2 | 3 | |
| 1 | 6 | |
| 0 | 2 | 12.5% |
| Age | Tkl | TklW | Def 3rd | Mid 3rd | Att 3rd | Tkl.1 | Att | Tkl% | Lost | Blocks | Sh | Pass | Int | Tkl+Int | Clr | Err | Player | 90s | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | 1.000 | 0.342 | 0.358 | 0.069 | 0.263 | 0.357 | 0.172 | 0.166 | 0.261 | 0.127 | 0.058 | -0.129 | 0.129 | 0.334 | 0.364 | 0.129 | 0.319 | 1.000 | 0.276 |
| Tkl | 0.342 | 1.000 | 0.907 | 0.774 | 0.829 | 0.297 | 0.772 | 0.883 | 0.018 | 0.835 | 0.632 | 0.022 | 0.623 | 0.834 | 0.965 | 0.803 | 0.235 | 1.000 | 0.000 |
| TklW | 0.358 | 0.907 | 1.000 | 0.818 | 0.681 | 0.069 | 0.879 | 0.911 | 0.206 | 0.812 | 0.702 | 0.174 | 0.569 | 0.810 | 0.904 | 0.851 | 0.162 | 1.000 | 0.445 |
| Def 3rd | 0.069 | 0.774 | 0.818 | 1.000 | 0.417 | -0.237 | 0.836 | 0.911 | 0.063 | 0.886 | 0.743 | 0.411 | 0.577 | 0.682 | 0.753 | 0.833 | 0.270 | 1.000 | 0.000 |
| Mid 3rd | 0.263 | 0.829 | 0.681 | 0.417 | 1.000 | 0.431 | 0.594 | 0.576 | 0.125 | 0.521 | 0.359 | -0.344 | 0.531 | 0.686 | 0.835 | 0.531 | 0.194 | 1.000 | 0.408 |
| Att 3rd | 0.357 | 0.297 | 0.069 | -0.237 | 0.431 | 1.000 | -0.227 | 0.016 | -0.312 | 0.074 | -0.090 | -0.546 | 0.116 | 0.303 | 0.315 | -0.039 | 0.154 | 1.000 | 0.328 |
| Tkl.1 | 0.172 | 0.772 | 0.879 | 0.836 | 0.594 | -0.227 | 1.000 | 0.881 | 0.440 | 0.723 | 0.762 | 0.275 | 0.654 | 0.629 | 0.755 | 0.811 | 0.037 | 1.000 | 0.565 |
| Att | 0.166 | 0.883 | 0.911 | 0.911 | 0.576 | 0.016 | 0.881 | 1.000 | 0.035 | 0.945 | 0.820 | 0.283 | 0.690 | 0.805 | 0.868 | 0.883 | 0.220 | 1.000 | 0.000 |
| Tkl% | 0.261 | 0.018 | 0.206 | 0.063 | 0.125 | -0.312 | 0.440 | 0.035 | 1.000 | -0.214 | 0.214 | 0.090 | 0.158 | -0.118 | 0.021 | 0.060 | -0.172 | 1.000 | 0.195 |
| Lost | 0.127 | 0.835 | 0.812 | 0.886 | 0.521 | 0.074 | 0.723 | 0.945 | -0.214 | 1.000 | 0.776 | 0.244 | 0.679 | 0.863 | 0.858 | 0.795 | 0.405 | 1.000 | 0.204 |
| Blocks | 0.058 | 0.632 | 0.702 | 0.743 | 0.359 | -0.090 | 0.762 | 0.820 | 0.214 | 0.776 | 1.000 | 0.390 | 0.868 | 0.653 | 0.668 | 0.665 | 0.250 | 1.000 | 0.000 |
| Sh | -0.129 | 0.022 | 0.174 | 0.411 | -0.344 | -0.546 | 0.275 | 0.283 | 0.090 | 0.244 | 0.390 | 1.000 | 0.010 | -0.031 | -0.018 | 0.471 | -0.185 | 1.000 | 0.000 |
| Pass | 0.129 | 0.623 | 0.569 | 0.577 | 0.531 | 0.116 | 0.654 | 0.690 | 0.158 | 0.679 | 0.868 | 0.010 | 1.000 | 0.625 | 0.661 | 0.476 | 0.362 | 1.000 | 0.363 |
| Int | 0.334 | 0.834 | 0.810 | 0.682 | 0.686 | 0.303 | 0.629 | 0.805 | -0.118 | 0.863 | 0.653 | -0.031 | 0.625 | 1.000 | 0.937 | 0.653 | 0.520 | 1.000 | 0.283 |
| Tkl+Int | 0.364 | 0.965 | 0.904 | 0.753 | 0.835 | 0.315 | 0.755 | 0.868 | 0.021 | 0.858 | 0.668 | -0.018 | 0.661 | 0.937 | 1.000 | 0.766 | 0.375 | 1.000 | 0.486 |
| Clr | 0.129 | 0.803 | 0.851 | 0.833 | 0.531 | -0.039 | 0.811 | 0.883 | 0.060 | 0.795 | 0.665 | 0.471 | 0.476 | 0.653 | 0.766 | 1.000 | 0.088 | 1.000 | 0.601 |
| Err | 0.319 | 0.235 | 0.162 | 0.270 | 0.194 | 0.154 | 0.037 | 0.220 | -0.172 | 0.405 | 0.250 | -0.185 | 0.362 | 0.520 | 0.375 | 0.088 | 1.000 | 1.000 | 0.000 |
| Player | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 90s | 0.276 | 0.000 | 0.445 | 0.000 | 0.408 | 0.328 | 0.565 | 0.000 | 0.195 | 0.204 | 0.000 | 0.000 | 0.363 | 0.283 | 0.486 | 0.601 | 0.000 | 1.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Player | Age | 90s | Tkl | TklW | Def 3rd | Mid 3rd | Att 3rd | Tkl.1 | Att | Tkl% | Lost | Blocks | Sh | Pass | Int | Tkl+Int | Clr | Err | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | England | 27.8 | 7.0 | 135 | 71 | 55 | 62 | 18 | 39 | 87 | 44.8 | 48 | 74 | 9 | 65 | 70 | 205 | 98 | 8 |
| 1 | EnglandOpp | 26.9 | 7.0 | 128 | 76 | 61 | 50 | 17 | 42 | 116 | 36.2 | 74 | 84 | 21 | 63 | 92 | 220 | 148 | 3 |
| 2 | France | 27.8 | 5.3 | 106 | 71 | 40 | 49 | 17 | 27 | 52 | 51.9 | 25 | 44 | 7 | 37 | 56 | 162 | 53 | 1 |
| 3 | FranceOpp | 27.9 | 5.3 | 120 | 83 | 84 | 29 | 7 | 46 | 94 | 48.9 | 48 | 81 | 24 | 57 | 69 | 189 | 143 | 2 |
| 4 | Germany | 25.5 | 5.0 | 101 | 50 | 44 | 45 | 12 | 25 | 54 | 46.3 | 29 | 57 | 18 | 39 | 50 | 151 | 92 | 1 |
| 5 | GermanyOpp | 26.7 | 5.0 | 115 | 73 | 56 | 53 | 6 | 44 | 85 | 51.8 | 41 | 71 | 17 | 54 | 62 | 177 | 122 | 3 |
| 6 | Italy | 26.5 | 5.0 | 115 | 72 | 68 | 38 | 9 | 49 | 92 | 53.3 | 43 | 77 | 21 | 56 | 44 | 159 | 122 | 0 |
| 7 | ItalyOpp | 25.9 | 5.0 | 81 | 45 | 36 | 34 | 11 | 29 | 64 | 45.3 | 35 | 53 | 10 | 43 | 50 | 131 | 90 | 1 |
| 8 | Netherlands | 26.1 | 7.3 | 182 | 114 | 91 | 76 | 15 | 71 | 149 | 47.7 | 78 | 85 | 15 | 70 | 98 | 280 | 147 | 1 |
| 9 | Opponent Total | 27.2 | 7.3 | 155 | 96 | 91 | 54 | 10 | 69 | 125 | 55.2 | 56 | 78 | 25 | 53 | 85 | 240 | 156 | 2 |
| Player | Age | 90s | Tkl | TklW | Def 3rd | Mid 3rd | Att 3rd | Tkl.1 | Att | Tkl% | Lost | Blocks | Sh | Pass | Int | Tkl+Int | Clr | Err | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6 | Italy | 26.5 | 5.0 | 115 | 72 | 68 | 38 | 9 | 49 | 92 | 53.3 | 43 | 77 | 21 | 56 | 44 | 159 | 122 | 0 |
| 7 | ItalyOpp | 25.9 | 5.0 | 81 | 45 | 36 | 34 | 11 | 29 | 64 | 45.3 | 35 | 53 | 10 | 43 | 50 | 131 | 90 | 1 |
| 8 | Netherlands | 26.1 | 7.3 | 182 | 114 | 91 | 76 | 15 | 71 | 149 | 47.7 | 78 | 85 | 15 | 70 | 98 | 280 | 147 | 1 |
| 9 | Opponent Total | 27.2 | 7.3 | 155 | 96 | 91 | 54 | 10 | 69 | 125 | 55.2 | 56 | 78 | 25 | 53 | 85 | 240 | 156 | 2 |
| 10 | Norway | 26.8 | 5.3 | 87 | 60 | 49 | 27 | 11 | 34 | 71 | 47.9 | 37 | 69 | 24 | 45 | 50 | 137 | 111 | 1 |
| 11 | NorwayOpp | 26.9 | 5.3 | 95 | 62 | 50 | 39 | 6 | 44 | 82 | 53.7 | 38 | 77 | 18 | 59 | 67 | 162 | 86 | 2 |
| 12 | Sweden | 28.5 | 7.3 | 131 | 78 | 47 | 68 | 16 | 50 | 87 | 57.5 | 37 | 76 | 17 | 59 | 66 | 197 | 145 | 0 |
| 13 | SwedenOpp | 27.2 | 7.3 | 178 | 112 | 96 | 67 | 15 | 85 | 148 | 57.4 | 63 | 83 | 14 | 69 | 95 | 273 | 153 | 4 |
| 14 | USA | 28.8 | 7.0 | 117 | 74 | 49 | 52 | 16 | 41 | 87 | 47.1 | 46 | 59 | 14 | 45 | 79 | 196 | 98 | 3 |
| 15 | USAOpp | 27.0 | 7.0 | 179 | 102 | 106 | 62 | 11 | 56 | 130 | 43.1 | 74 | 71 | 20 | 51 | 86 | 265 | 184 | 1 |